{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Visualize Alpine-3D downscalled meteorology"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from palettable.colorbrewer.diverging import RdBu_11\n",
    "from palettable.colorbrewer.sequential import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load Alpine-3D\n",
    "ds = xr.open_dataset(\"../output/grids/a3d_grids.nc\")\n",
    "\n",
    "# Load Alpine-3D topography \n",
    "# dem = np.flipud(np.loadtxt(\"../input/surface-grids/dem.asc\", skiprows=6))\n",
    "dem = np.flipud(np.loadtxt(\"../input/modified_surface_grids/dem.asc\", skiprows=6))\n",
    "dem = xr.DataArray(dem, coords=[ds['northing'], ds['easting']], dims=['northing', 'easting'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Trim grids\n",
    "ds = ds.isel(easting=slice(5, -5))\n",
    "ds = ds.isel(northing=slice(5, -5))\n",
    "\n",
    "dem = dem.isel(easting=slice(5, -5))\n",
    "dem = dem.isel(northing=slice(5, -5))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Organize data for plotting"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get easting and northing\n",
    "x_snowpack = ds['easting']\n",
    "y_snowpack = ds['northing']\n",
    "\n",
    "# Alpine-3D variable\n",
    "\n",
    "# Delta SWE\n",
    "# A3D_var = ds['swe'].isel(time=-1) - ds['swe'].isel(time=0); A3D_var *= 1000; colormap=YlGnBu_9.mpl_colormap #colormap=RdBu_11.mpl_colormap\n",
    "\n",
    "# # Drifting snow frequency \n",
    "# erosion = ds['ERODEDMASS'] > 0\n",
    "# A3D_var = 100 * erosion.sum(dim='time') / len(ds['time']); colormap=Purples_9.mpl_colormap\n",
    "\n",
    "# Surface temperature\n",
    "# A3D_var = ds['ts'].mean(dim='time') - 273.15; colormap=YlOrRd_9.mpl_colormap\n",
    "\n",
    "# Precipitation\n",
    "# A3D_var = ds['pr'].sum(dim='time'); colormap=YlGnBu_9.mpl_colormap\n",
    "\n",
    "# Wind Speed\n",
    "# A3D_var = ds['ws'].mean(dim='time'); colormap=Purples_9.mpl_colormap\n",
    "\n",
    "# Bulk snow density\n",
    "A3D_var = ds['snow_density'].isel(time=0); colormap=PuBuGn_9.mpl_colormap\n",
    "\n",
    "# Change in snow height\n",
    "# snow_height = ds['swe'] * 1000 / ds['snow_density']\n",
    "# A3D_var = snow_height.isel(time=-1) - snow_height.isel(time=0); colormap=RdBu_11.mpl_colormap\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plot variable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<xarray.DataArray 'snow_density' ()>\n",
      "array(461.01706, dtype=float32)\n",
      "Coordinates:\n",
      "    time     datetime64[ns] 1980-01-01T01:00:00\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x1080 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create figure\n",
    "plt.figure(figsize=(30,15))\n",
    "\n",
    "# DEM\n",
    "contour_levels = np.linspace(dem.min(), dem.max(), 25)\n",
    "contour = plt.contour(x_snowpack.values, y_snowpack.values, dem, contour_levels, linestyles='solid', colors='black')\n",
    "plt.clabel(contour, fmt = '%.0f', inline = True)\n",
    "\n",
    "# Alpine-3D variable\n",
    "# plt.pcolor(x_snowpack.values, y_snowpack.values, A3D_var, cmap = colormap, vmin=-np.abs(A3D_var).max(), vmax=np.abs(A3D_var).max())\n",
    "plt.pcolor(x_snowpack.values, y_snowpack.values, A3D_var, cmap=colormap, vmin=A3D_var.min(), vmax=A3D_var.max())\n",
    "plt.title('Bulk Snow Density [kg/m^3]', fontsize=24)\n",
    "\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "cb = plt.colorbar()\n",
    "cb.ax.tick_params(labelsize=20)\n",
    "print(A3D_var.mean())\n",
    "plt.savefig(\"A3D_meteorology.pdf\", dpi=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# DEM comparison"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load data sets\n",
    "dem_high_res = np.flipud(np.loadtxt(\"../input/surface-grids/dem.asc\", skiprows=6))\n",
    "dem_low_res = np.flipud(np.loadtxt(\"../input/modified_surface_grids/dem.asc\", skiprows=6))\n",
    "\n",
    "# Define colorbar\n",
    "colormap=RdBu_11.mpl_colormap\n",
    "\n",
    "# Define colorbar limits\n",
    "high_res_max = dem_high_res.max()\n",
    "high_res_min = dem_high_res.min()\n",
    "low_res_max = dem_low_res.max()\n",
    "low_res_min = dem_low_res.min()\n",
    "\n",
    "maxima = np.maximum(high_res_max, low_res_max)\n",
    "minima = np.minimum(high_res_min, low_res_min)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plot DEM (High Resolution)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2160x1080 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create figure\n",
    "plt.figure(figsize=(30,15))\n",
    "plt.pcolor(dem_high_res, cmap=colormap, vmin=minima, vmax=maxima)\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "cb = plt.colorbar()\n",
    "cb.ax.tick_params(labelsize=20)\n",
    "plt.title('Surface Elevation [m]', fontsize=24)\n",
    "plt.savefig(\"A3D_meteorology.pdf\", dpi=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plot DEM (Lower Resolution)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x1080 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create figure\n",
    "plt.figure(figsize=(30,15))\n",
    "plt.pcolor(dem_low_res, cmap=colormap, vmin=minima, vmax=maxima)\n",
    "plt.xticks(fontsize=16)\n",
    "plt.yticks(fontsize=16)\n",
    "cb = plt.colorbar()\n",
    "cb.ax.tick_params(labelsize=20)\n",
    "plt.title('Surface Elevation [m]', fontsize=24)\n",
    "plt.savefig(\"A3D_meteorology.pdf\", dpi=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "ds.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "alpine3d",
   "language": "python",
   "name": "alpine3d"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
